About me
Applied AI Engineer and Full-Stack Developer with 5+ years of experience building production systems across computer vision, agentic AI, and cloud infrastructure. Combines a BEng from National University of Singapore (QS #3 World Ranking for Mechanical Engineering, University Scholars Program (Top 3%)) with an MBA from University of Maryland (3.71/4.0 GPA) to bridge technical execution and business strategy. Proven track record of shipping high-impact products: reduced API latency by 90% at MResult using FastAPI streaming architecture, built stateful AI agents with LangGraph, and delivered computer vision algorithms at 92% accuracy. AWS Certified Developer with deep expertise in LLM orchestration (LangChain, Llama-index), voice AI (LiveKit), and multi-agent systems. Intentional career pivot from engineering to business and back to technology — brings rare product thinking and stakeholder communication skills to engineering teams.
Aspiring Renaissance man. Recovering from my annual reading of Taleb’s Incerto series.
Books/Publications
- Author, “The Ultimate Guide to Voice AI: From Basics to Pro with LiveKit Agents” (https://www.amazon.in/dp/B0FTXNHV1Q)
- Co-author, To produce or convert: A case for large scale electric motorcycle conversion in Singapore, (https://ieeexplore.ieee.org/document/6914929 )
Design portfolio
- CoverLetterWhiz: AI Agent powered cover letter generator. Website wireframe, 1 page brochure, Logo design (Link to Figma)
- ProcurePals: AI Agent powered Procurement. Website wireframe, Logo design (Link to Figma)
Software engineering projects
- Cover Letter Generator: Generate Cover letters locally. Skills: Ollama, OpenAI, Gradio (Link to Github)
- Chat with Local Data: Chat with your local data completely locally. Skills: Ollama, Llama-index, Gradio, RAG (Link to Github)
- 1Student1School: 1Student1School is a school of multi-agent teachers hyper-personalized to teach you!👋 A privacy first solution that runs completely on your local machine with no data sent to the cloud. Get essay feedback, homework help, and more! Stack: Python, Streamlit, Ollama (Link to Github) (Youtube)
- TranslatePlz: A web-based realtime translation app. Stack: Django, Next.js, LiveKit, OpenAI (Link to Github)
- Local-translator: A fully local translator tutor. Stack: Pipecat, Ollama, Gemma, Kokoro, Whisper (Link to Github) (Youtube link)
Mechanical engineering projects
- Co-designed and executed Singapore’s first proof of concept conversion of a combustion engine motorcycle to an electric motorcycle; Featured in Business Times, Today, Lianhe Zaobao and Channel NewAsia
- Won the Entrepreneurship and Innovation Practicum Grant worth SGD $10,000 (administered by NUS Entrepreneurship Centre)
- Facebook page: https://www.facebook.com/uspedicFW/
Education
National University of Singapore: B. Eng (Mechanical Engineering) + University Scholars Programme
University of Maryland: Masters in Business Administration (MBA)